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A hybrid Cat Optimization and K-median for Solving Community Detection

Amany A. Naem, Lamiaa M. El Bakrawy Neveen I. Ghali (Autoren)

Buch | Softcover

68 Seiten

2017
Scholar's Press (Verlag)
9783639664232 (ISBN)

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Detecting the hidden community structure, which is conclusive to understanding the features of networks, is an important topic in Social Network Analysis (SNA). Community detection problem is the process of network clustering into similar clusters. So hybrid cat optimization and K-median to detect successfully an optimized community structure based on putting the modularity as an objective function.

Amany A. Naem received her B.Sc. and M.Sc. in computer science from Al-Azhar University, Egypt in 2009 and 2015 respectively. Currently, she is working as an assistant doctor at Al-Azhar University in Egypt. Now, working on the Ph.D. topic was Solving Social Networks Problems Using Optimization Algorithms.

Erscheinungsdatum	20.01.2018
Sprache	englisch
Maße	99 x 207 mm
Gewicht	118 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Schlagworte	Cat Swarm Optimization • community detection • K-median Clustering • Modularity. • Social network
ISBN-13	9783639664232 / 9783639664232
Zustand	Neuware